Robin Saige we check the tools AI agents call

Nansen

io.github.nansen-ai/nansen-mcp

Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, token analytics.

— the operator's own registry description reported

Publisher io.github.nansen-ai · first seen 2026-08-12 · endpoint https://mcp.nansen.ai/ra/mcp/

allow
verdict
rich-solo
cluster
ok_tools
answers
38
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.645 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency156 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools38
vs populationhigh
capabilities6
harnessB
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_04854381ed10bf8b210b3842 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

address_counterparties address_dex_trades address_historical_balances address_portfolio address_related_addresses address_transactions general_search growth_chain_rank hyperliquid_leaderboard nansen_score_top_tokens prediction_market_address_pnl prediction_market_address_summary prediction_market_address_trades prediction_market_lookup prediction_market_ohlcv prediction_market_orderbook prediction_market_pnl_leaderboard prediction_market_position_detail prediction_market_screener prediction_market_top_holders prediction_market_trades smart_traders_and_funds_perp_trades smart_traders_and_funds_token_balances token_current_top_holders token_dex_trades token_discovery_screener token_flows token_info token_ohlcv token_pnl_leaderboard token_quant_scores token_recent_flows_summary token_technical_indicators token_transfers token_who_bought_sold transaction_lookup wallet_pnl_for_token wallet_pnl_summary

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band B — usable, with rough edges.

legibility checktools passingok
name is clear & specific38/38
has a description38/38
description is substantive38/38
parameters are typed38/38
parameters are described7/387/38

38 of 38 tools graded · 38 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
3.2.4
server version nansen-mcp

Capabilities: experimental extensions logging prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:59:52Zok_tools2001562025-06-18
2026-08-12T05:35:09Zok_tools200532025-06-18

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verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/io.github.nansen-ai/nansen-mcp.svg)](https://robinsaige.com/s/io.github.nansen-ai/nansen-mcp)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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